One of the challenges we are exposed to in this project is that we work with multi-temporal heterogeneous datasets from different domains and distributions, which may infer some limitations on \(g\) . Motivated by the observation that no previous research which applies a modelling strategy with two sequential regression models [1]}, [2]}, [3]}, [4]}, [5]}, [6]}, [7]}, [8]}, [9]}, [10]}, [11]}, [12]}, [13]}, [14]}, [15]} has utilised DL and by the achievements of image-to-image translation with cGANs in [16]}, we propose to train a cGAN to synthesise ALS-based AGB maps from SAR intensity images.
